Turning Engineering Analytics Into Insights
PostHog/posthog
Converts engineering analytics (PR / CI) data into saved PostHog insights, dashboards, and subscriptions, and explains how to query the product data directly with SQL.
Agent skill
Revedres Organizing Framework
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when turning a screened, coded corpus into an analytic spine that advances theory or policy for a Review of Educational Research (RER) manuscript.
MITAuto-check passed
Install Revedres Organizing Framework
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-organizing-framework -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills revedres-organizing-framework --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Review-of-Educational-Research-Skills/skills/revedres-organizing-framework .claude/skills/revedres-organizing-framework && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "revedres-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Educational-Research-Skills/skills/revedres-organizing-framework into .claude/skills/revedres-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revedres-organizing-framework", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Educational-Research-Skills/skills/revedres-organizing-frameworkType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-organizing-framework -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills revedres-organizing-framework --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Review-of-Educational-Research-Skills/skills/revedres-organizing-framework .agents/skills/revedres-organizing-framework && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "revedres-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Educational-Research-Skills/skills/revedres-organizing-framework into .agents/skills/revedres-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revedres-organizing-framework", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-organizing-framework -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills revedres-organizing-framework --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Review-of-Educational-Research-Skills/skills/revedres-organizing-framework .cursor/skills/revedres-organizing-framework && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "revedres-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Educational-Research-Skills/skills/revedres-organizing-framework into .cursor/skills/revedres-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revedres-organizing-framework", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path Review-of-Educational-Research-Skills/skills/revedres-organizing-framework--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-organizing-framework -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills revedres-organizing-framework --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Review-of-Educational-Research-Skills/skills/revedres-organizing-framework .gemini/skills/revedres-organizing-framework && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "revedres-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Educational-Research-Skills/skills/revedres-organizing-framework into .gemini/skills/revedres-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revedres-organizing-framework", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills revedres-organizing-frameworkInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-organizing-framework -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Review-of-Educational-Research-Skills/skills/revedres-organizing-framework .github/skills/revedres-organizing-framework && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "revedres-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Educational-Research-Skills/skills/revedres-organizing-framework into .github/skills/revedres-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revedres-organizing-framework", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-organizing-framework -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills revedres-organizing-framework --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Review-of-Educational-Research-Skills/skills/revedres-organizing-framework .opencode/skills/revedres-organizing-framework && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "revedres-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Educational-Research-Skills/skills/revedres-organizing-framework into .opencode/skills/revedres-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revedres-organizing-framework", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
revedres-organizing-framework- GitHub stars
- 1.2k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 737 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when turning a screened, coded corpus into an analytic spine that advances theory or policy for a Review of Educational Research (RER) manuscript.
- Works in 3 steps: MECE-ish. Categories are reasonably… → Reconciling. The frame explains apparent… → Generative. The frame's thin or empty…
- Turning a screened
- SKILL.md covers When to trigger, The RER contribution is the…, Three tests a framework must… and Building the frame from the…, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Revedres Organizing Framework is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when turning a screened, coded corpus into an analytic spine that advances theory or policy for a Review of Educational Research (RER) manuscript. Builds the conceptual contribution beyond a tally; it does not run the search (revedres-literature-synthesis) or appraise robustness/risk-of-bias (revedres-comprehensiveness-and-balance).
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- Turning a screened
- Coded corpus into an analytic spine that advances theory
- Policy for a Review of Educational Research (RER) manuscript
Example prompts
- “/revedres-organizing-framework”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- MECE-ish. Categories are reasonably mutually exclusive and collectively exhaustive — every included study has exactly one principled home…
- Reconciling. The frame explains apparent contradictions — studies that looked to disagree turn out to sit in different cells (different…
- Generative. The frame's thin or empty cells become the review's agenda for theory, research, or policy — the contribution that makes the…
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Revedres Organizing Framework loads about 1.5k tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 737 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 737 words, ~1,490 tokens.
Download SKILL.mdSave it as
.claude/skills/revedres-organizing-framework/SKILL.md (or your agent's skills folder).- name
- revedres-organizing-framework
- description
- Use when turning a screened, coded corpus into an analytic spine that advances theory or policy for a Review of Educational Research (RER) manuscript. Builds the conceptual contribution beyond a tally; it does not run the search (revedres-literature-synthesis) or appraise robustness/risk-of-bias (revedres-comprehensiveness-and-balance).
Organizing Framework (revedres-organizing-framework)
When to trigger
- The corpus is complete and coded, but the draft reads as study-after-study
- You can describe what each study found but not what the field, taken together, means
- A reviewer is likely to say "this is a competent summary, but what is the contribution?"
- You need section architecture and cannot decide how to carve the literature
The RER contribution is the framework, not the tally
The cardinal RER failure mode is the annotated bibliography: a competent, even exhaustive, study-by-study summary with no argument about the field. RER wants a comprehensive, critical, integrative review — integrative means the studies are reorganized under a frame that the reader could not have built from the abstracts alone, and that advances theory or policy. A meta-analysis is not exempt: a pooled number with no conceptual account of why effects vary is a calculation, not a synthesis.
A good framework is the lens through which scattered findings become a coherent claim. Candidate spines:
| Spine type | When it fits | Example shape |
|---|---|---|
| Taxonomy / typology | many studies, no shared map | classify studies by a 2–3 axis scheme so every study has a home |
| Theoretical model | a mechanism organizes the field | a model whose links the literature does/doesn't support |
| Moderator architecture | a meta-analysis with real heterogeneity | the framework is the explanation of variation |
| Developmental / stage account | the field has moved through phases | what each phase established and left open |
| Tensions / competing perspectives | live theoretical or methodological debate | steelman each camp; locate the evidence between them |
| Construct clarification | the field conflates distinct ideas | disentangle the constructs, then re-read the evidence |
Three tests a framework must pass
- MECE-ish. Categories are reasonably mutually exclusive and collectively exhaustive — every included study has exactly one principled home, and there are no empty "misc" bins doing the real work.
- Reconciling. The frame explains apparent contradictions — studies that looked to disagree turn out to sit in different cells (different populations, constructs, designs), or genuinely conflict in a way the frame names.
- Generative. The frame's thin or empty cells become the review's agenda for theory, research, or policy — the contribution that makes the review worth citing.
Then make the section architecture mirror the framework's cells, so the structure of the paper enacts the argument rather than marching through databases or chronology.
Show full SKILL.md (356 more words)Show less
Building the frame from the coded corpus (not before it)
The frame must be earned from the evidence, not imposed on it. Work bottom-up from the coding dataset (revedres-literature-synthesis):
- Cluster the coded studies by what actually differentiates their findings — population, construct, design, mechanism, or context — and look for the axis along which the literature naturally separates.
- Name the axis (or axes) that does the most explanatory work; a 2- or 3-axis scheme usually beats a long flat list of themes.
- Test the frame against the hard cases — the studies that seemed to contradict each other. If the frame puts them in different cells and explains why, it is reconciling; if it just relabels them, it is not.
- Read the empty cells as the agenda. A cell with no studies is either an untested combination (a research gap) or an impossible one (a boundary condition) — both are contributions if you say which.
A frame discovered this way is defensible because a reviewer can trace it back to the coded studies; a frame asserted in the introduction and never grounded reads as the author's prior, not the field's structure.
Checklist
- A one-sentence claim about the field stated up front (not withheld to the conclusion)
- A named spine (taxonomy / model / moderator architecture / stages / tensions / constructs)
- Every included study slots into the frame; no junk-drawer "other" category
- The frame reconciles at least one apparent contradiction in the literature
- Thin/empty cells are turned into a concrete theory/research/policy agenda
- Section architecture mirrors the frame, not the search or the calendar
- The framework advances theory or policy — it is not just a sorting convenience
Anti-patterns
- An annotated bibliography dressed up with section headings (the named RER sin)
- A "framework" that is really chronology ("early work / recent work") or by-database order
- A meta-analysis that reports a pooled effect and moderators with no conceptual story of why
- A taxonomy with a giant "miscellaneous" cell that hides the studies that do not fit
- Centering the frame on the author's own program so it functions as self-promotion
- A frame that sorts but never reconciles conflict or generates an agenda (sorting ≠ integrating)
Output format
【Field claim】<one sentence: what the literature, integrated, shows>
【Spine】<taxonomy | model | moderator architecture | stages | tensions | constructs>
【MECE check】every study has one home; no junk-drawer cell? Y/N
【Reconciles】<an apparent contradiction the frame resolves>
【Generative】<the theory/research/policy agenda the thin cells imply>
【Section map】<how sections mirror the frame's cells>
【Next step】→ revedres-comprehensiveness-and-balance (test coverage, risk-of-bias, robustness)© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in Review-of-Educational-Research-Skills/skills/revedres-organizing-framework of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Revedres Organizing Framework next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Revedres Organizing Framework this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Turning Engineering Analytics Into InsightsPostHog/posthog | 40k | — | ~2.9k | Automated safety check: Pass | Custom licence | |
| Organizing Conversations CodePostHog/posthog | 40k | — | ~503 | Automated safety check: Pass | Custom licence | |
| Developer Code Organizationgithub/gh-aw | 5.4k | — | ~4.6k | Automated safety check: Pass | MIT | |
| Code Reviewflutter/flutter | 179k | — | ~1.4k | Automated safety check: Pass | BSD-3-Clause | |
| Simplify CodeNousResearch/hermes-agent | 252k | — | ~3.7k | Automated safety check: Pass | MIT |
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Organizing Conversations Code
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- Official
Developer Code Organization
github/gh-aw
Code organization patterns, file structure guidelines, WASM build variants, and string processing conventions for gh-aw Go code.
Code Review
flutter/flutter
Performs a comprehensive, multi-step code review of pull requests or local code changes, using iterative refinement (generation, critique, synthesis) to ensure high-quality, actionable feedback.
Simplify Code
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Parallel 4-agent cleanup of recent code changes. An agent skill from NousResearch/hermes-agent.
Architectural Code Review
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Performs an architectural review of code against coding standards, SOLID, testability and performance, and reports no verdict when the inputs are missing.
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Questions about Revedres Organizing Framework
What does Revedres Organizing Framework do?
A skill your agent uses when turning a screened, coded corpus into an analytic spine that advances theory or policy for a Review of Educational Research (RER) manuscript. Revedres Organizing Framework is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when turning a screened, coded corpus into an analytic spine that advances theory or policy for a Review of Educational Research (RER) manuscript.
When should I use Revedres Organizing Framework?
Revedres Organizing Framework fits situations like: turning a screened; coded corpus into an analytic spine that advances theory; policy for a Review of Educational Research (RER) manuscript.
How do I install Revedres Organizing Framework in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-organizing-framework -a claude-code`. Or copy the skill folder (Review-of-Educational-Research-Skills/skills/revedres-organizing-framework in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/revedres-organizing-framework in your project. Claude Code loads it when a task matches its description.
How do I install Revedres Organizing Framework in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-organizing-framework -a codex`. Or copy the skill folder (Review-of-Educational-Research-Skills/skills/revedres-organizing-framework in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/revedres-organizing-framework in your project. Codex loads it when a task matches its description.
Can I use Revedres Organizing Framework in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-organizing-framework -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/revedres-organizing-framework, .gemini/skills/revedres-organizing-framework, .github/skills/revedres-organizing-framework and .opencode/skills/revedres-organizing-framework in your project.
What does Revedres Organizing Framework need to run?
SKILL.md names no scripts, command-line tools or credentials: Revedres Organizing Framework is instructions for the agent only.
Does Revedres Organizing Framework access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Revedres Organizing Framework safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Revedres Organizing Framework use?
Revedres Organizing Framework is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Revedres Organizing Framework use?
About 1.5k tokens (SKILL.md is roughly 6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Revedres Organizing Framework?
Skills that share tags, products or a category with Revedres Organizing Framework: Turning Engineering Analytics Into Insights (PostHog/posthog, 40k stars), Organizing Conversations Code (PostHog/posthog, 40k stars), Developer Code Organization (github/gh-aw, 5.4k stars) and Code Review (flutter/flutter, 179k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Revedres Organizing Framework?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.